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The relative subsidence parameters between these pixels are derived using Eqs.
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In the ordinal co-occurrence matrix framework, the actual pixel values do not affect the features, instead, the ordinal relationships between the pixels are taken into account.
It was found that, in local regions of a natural image, the color differences between the pixels are quite flat [7].
Simulated array characteristic is presented proving that the mutual interaction between the pixels is small enough for imaging applications.
The distance between the pixels is empirically determined by the average transition range of an eyelid in a videokeratoscopic image.
Second, at the position of a pixel being processed, if one of the eight nearest neighboring pixels belongs to an embeddable cell, the swap between these two pixels is forbidden.
Variations between neighboring pixels are penalized for small variations (to suppress Poisson noise), but not for larger variations (to avoid affecting anatomical structure).
Path-based methods for vessel extraction define the cost of traversing the arc that connects any two neighboring pixels in the image in such a way that arcs between vessel pixels are more likely to have lower cost.
This is done using an algorithm that traces a path and adds or subtracts multiples of 2π until differences between adjacent pixels are less than π (see for example [ 29, 30]).
As a result, the deviations between the clusters pixels are higher than those between the pixels outside the clusters.
Binary tests between a pair of pixels are performed for the classification.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com